Paper Citation Record · LEDGER

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning

As of 20 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2607.03453.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.03453 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T02:23:04.515705Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy0
unresolved23
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5a74ed6f-69ce-4f4e-a5e3-db2bee7b03cc · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc19e9ab-fd1d-46fe-a0ad-8cc4fba1507e · outbound

This paper cites an unresolved cited work.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8800ae6-2397-4c46-ac03-50f126918545 · outbound

This paper cites an unresolved cited work.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfca84cb-a071-4e4b-ae54-82470c9e7545 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning Training Verifiers to Solve Math Word Problems

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0af021b-5d45-479f-b715-8439a842e434 · outbound

This paper cites Faria and N.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning Faria and N

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aed56b67-0510-41cd-979d-9c2d8b6deeb1 · outbound

This paper cites The Llama 3 Herd of Models.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning The Llama 3 Herd of Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a06d60dd-6d51-4b2d-a31b-eff2a21a7306 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d35d0cf5-0873-4c44-acb0-9449293e588c · outbound

This paper cites net/forum?id=QnjfkhrbYK.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning net/forum?id=QnjfkhrbYK

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bab8cc30-f192-45ab-8170-bbd85401a040 · outbound

This paper cites Khalaf, C.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning Khalaf, C

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08ae0c01-cea2-4452-afda-ac733a5a2c7d · outbound

This paper cites Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ebde266-3c58-4af8-b9f0-7bf5d1044370 · outbound

This paper cites an unresolved cited work.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1537785b-0ebd-47fc-b24d-117b7a13c1ff · outbound

This paper cites an unresolved cited work.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 016b391d-e63b-48a5-84c4-9acf1a4d1b5a · outbound

This paper cites URLhttps://aclanthology.org/2024.emnlp-main.35/.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning URLhttps://aclanthology.org/2024.emnlp-main.35/

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68ef9b86-f3b7-4c6b-b3e2-2f9f7e5c4d29 · outbound

This paper cites net/forum?id=8p3fu56lKc.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning net/forum?id=8p3fu56lKc

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ad75384-dc42-4da1-a331-5b10b0308ca7 · outbound

This paper cites In-context Learning and Induction Heads.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning In-context Learning and Induction Heads

Reference 15

Resolution: malformed identifier; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e38c4755-879b-4ce9-a9d8-2e90a38c2247 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7abb5149-8922-4aac-8963-aba86097a636 · outbound

This paper cites Zephyr: Direct Distillation of LM Alignment.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning Zephyr: Direct Distillation of LM Alignment

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ed9df29-4211-437d-97f5-2d7e42b33539 · outbound

This paper cites Soft Best-of-n Sampling for Model Alignment.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning Soft Best-of-n Sampling for Model Alignment

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bd71a78-f4bb-4376-8f19-7c1b05fc6b36 · outbound

This paper cites an unresolved cited work.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd6320cd-b181-435d-9f8f-c679da741b6a · outbound

This paper cites An Explanation of In-context Learning as Implicit Bayesian Inference.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning An Explanation of In-context Learning as Implicit Bayesian Inference

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87bf07ae-4dfb-4ffb-96c3-00221038d096 · outbound

This paper cites Step k:” labels are removed, and the “The answer is:.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning Step k:” labels are removed, and the “The answer is:

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a48941b1-4689-4774-b13b-8745f9828f62 · outbound

This paper cites It uses a smaller, fine-tuned Mistral-7B-Instruct-v0.2 model to classify whether a response refused or complied with a harmful request.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning It uses a smaller, fine-tuned Mistral-7B-Instruct-v0.2 model to classify whether a response refused or complied with a harmful request

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23c6b696-f5cd-4039-9e21-fb85a84469ff · outbound

This paper cites At one point, he spent 5 hours each for two consecutive weeks.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning At one point, he spent 5 hours each for two consecutive weeks

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49e6e79e-15d7-4618-a2db-d178c38e3676 · outbound

This paper cites 5.1,η= n n+d+1.

Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning 5.1,η= n n+d+1

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T02:23:04.515705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.